Re-Training StyleGAN -- A First Step Towards Building Large, Scalable Synthetic Facial Datasets

Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran

StyleGAN is a state-of-art generative adversarial network architecture that generates random 2D high-quality synthetic facial data samples. In this paper, we recap the StyleGAN arc…